🔬 Breast Cancer Classification Demo

Interactive Machine Learning Model Demonstration

Showcasing 4 trained models with comprehensive feature analysis and 3D visualizations

🔧 Feature Input

Enter cell measurements to get predictions from all 4 trained models:

Processing predictions...

🎯 Model Predictions

Real-time predictions from all trained models:

Enter feature values and click "Predict Classification" to see results

📊 Feature Discriminative Power (T-Score Analysis)

T-scores measure how well each feature separates malignant from benign cases. Higher absolute values indicate better discriminative power.

🌐 3D Feature Space Visualization

Interactive 3D visualization of the top 3 most discriminative features. Malignant samples are shown in red, benign samples in blue.

🎛️ 3D Controls

⚡ Animation Speed

1.0x

🔮 Sphere Size

0.08

📷 Camera Speed

0.05

👁️ Visual Elements

🎨 Scene Options

📊 Scene Info

Data Points: Loading...
FPS: 60
Animation: Stopped